Analyzing PyPI package download statistics and building a data application

Analyzing PyPI package download statistics and building a data application

In this article, I will try to give you an overview of how one can build an interactive data application with dstack. We will also learn how to analyze and visualize data with Python, pandas, and plot.ly, and query data from Google’s BigQuery using Python and pandas.

Even though Jupyter notebooks are indispensable to writing code and interactive engagement with data, there is still a need to build applications for non-technical audiences. Fortunately, the Python ecosystem offers a wide and vibrant open-source ecosystem not only for data analysis but also for building data applications using the data and visualization libraries.

In this article, I will try to give you an overview of how one can build an interactive data application with dstack. We will also learn how to analyze and visualize data with Python, pandas, and plot.ly, and query data from Google’s BigQuery using Python and pandas.

For the sake of education, we will analyze the download statistics for Python packages and make our application visualize the following:

python data-science

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Data Science With Python Training | Python Data Science Course | Intellipaat

🔵 Intellipaat Data Science with Python course: https://intellipaat.com/python-for-data-science-training/In this Data Science With Python Training video, you...

Python for Data Science | Data Science With Python | Python Data Science Tutorial

🔥Intellipaat Python for Data Science Course: https://intellipaat.com/python-for-data-science-training/In this python for data science video you will learn e...

Applied Data Science with Python Certification Training Course -IgmGuru

Master Applied Data Science with Python and get noticed by the top Hiring Companies with IgmGuru's Data Science with Python Certification Program. Enroll Now

50 Data Science Jobs That Opened Just Last Week

Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments. Our latest survey report suggests that as the overall Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments, data scientists and AI practitioners should be aware of the skills and tools that the broader community is working on. A good grip in these skills will further help data science enthusiasts to get the best jobs that various industries in their data science functions are offering.

Basic Data Types in Python | Python Web Development For Beginners

In the programming world, Data types play an important role. Each Variable is stored in different data types and responsible for various functions. Python had two different objects, and They are mutable and immutable objects.